https://github.com/thohemp/6drepnet360

Official Pytorch implementation of "Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation" IEEE TIP 24
https://github.com/thohemp/6drepnet360

cnn estimation full head pose prediction rotation

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Official Pytorch implementation of "Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation" IEEE TIP 24

• Host: GitHub
• URL: https://github.com/thohemp/6drepnet360
• Owner: thohemp
• License: mit
• Created: 2023-09-14T12:05:32.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2024-06-10T14:18:37.000Z (over 1 year ago)
• Last Synced: 2024-12-28T08:24:49.873Z (10 months ago)
• Topics: cnn, estimation, full, head, pose, prediction, rotation
• Language: Python
• Homepage:
• Size: 12.7 KB
• Stars: 123
• Watchers: 12
• Forks: 2
• Open Issues: 12
• Metadata Files:
  • Readme: README.MD
  • License: LICENSE.MD

Awesome Lists containing this project

README

          
[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/towards-robust-and-unconstrained-full-range/head-pose-estimation-on-biwi)](https://paperswithcode.com/sota/head-pose-estimation-on-biwi?p=towards-robust-and-unconstrained-full-range)

[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/towards-robust-and-unconstrained-full-range/head-pose-estimation-on-cmu-panoptic-300w-lp)](https://paperswithcode.com/sota/head-pose-estimation-on-cmu-panoptic-300w-lp?p=towards-robust-and-unconstrained-full-range)

[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/towards-robust-and-unconstrained-full-range/head-pose-estimation-on-aflw2000)](https://paperswithcode.com/sota/head-pose-estimation-on-aflw2000?p=towards-robust-and-unconstrained-full-range)

# 
 **6DRepNet360** 




  



## Overview

This is a PyTorch implementation of 6DRepNet360 specified in 

["Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation"](https://ieeexplore.ieee.org/document/10477888) 

,  IEEE Transactions on Image Processing 2024

## Models

|Model| Description|Download|

|---|---|---|

|6DRepNet360 Full Rotation | Fine-tuned on 300W-LP + Panoptic|  [Download](https://cloud.ovgu.de/s/TewGC9TDLGgKkmS/download/6DRepNet360_Full-Rotation_300W_LP+Panoptic.pth)

|6DRepNet360 | Fine-tuned on 300W-LP | [Download](https://cloud.ovgu.de/s/wWCitDxp9t79xkP/download/6DRepNet360_300W_LP.pth)

## Usage

Coming soon!

## **Citing**

If you find our work useful, please cite the paper:

```BibTeX

@ARTICLE{10477888,

  author={Hempel, Thorsten and Abdelrahman, Ahmed A. and Al-Hamadi, Ayoub},

  journal={IEEE Transactions on Image Processing}, 

  title={Toward Robust and Unconstrained Full Range of Rotation Head Pose Estimation}, 

  year={2024},

  volume={33},

  number={},

  pages={2377-2387},

  doi={10.1109/TIP.2024.3378180}}

```